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09/14/2023
Zero-shot Audio Topic Reranking using Large Language Models
The Multimodal Video Search by Examples (MVSE) project investigates usin...
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10/21/2021
RCT: Random Consistency Training for Semi-supervised Sound Event Detection
Sound event detection (SED), as a core module of acoustic environmental ...
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02/09/2021
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers
Although the lower layers of a deep neural network learn features which ...
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11/08/2020
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers
Self-attention models such as Transformers, which can capture temporal r...
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11/08/2020
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers
Recently, Transformers have shown competitive automatic speech recogniti...
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05/28/2020
When Can Self-Attention Be Replaced by Feed Forward Layers?
Recently, self-attention models such as Transformers have given competit...
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09/30/2019